LLM-ni-àttekat
LLM-as-a-judge dafay jëfandikoo benn xeetu làkk ngir joxe poñ wala méngale ay génnekaay ci beneen, muy otomatise jàngat kalite bi daan soxla nit ñi.
Résumé
It lets teams test prompts and models at scale, but it carries real biases that must be controlled.
Plongeur bu xóot
Dafay jafe jàngat mbind mu ubbeeku: bariwul benn tontu bu dëggu, ba noppi jël nit ñu jàngat ay junni tontu lu yeex la te seer lool. LLM-as-a-judge dafay saafara jafe-jafe yii ci ñaax nit ku mëna def jàngat. Mën na joxe poñ ci benn tontu ci rubrik bi (poñ yi ci poñ yi) wala mu tànn bi gëna baax ci ñaari tontu yi (komparaasioŋ ñaar). Loolu dafay may benchmark otomatik, test regression ngir coppite yu gaaw, ak done yu bari yuñ taamu ngir tàggat. Li gëna doywaat mooy àttekat yi dañuy tëddee mbir yu baax: dañu taamu tontu yu gëna gudd, taamu tontu yu méngoo ak ni ñuy bindee, te mën nañu leen soppi ci ni ñuy joxee tànneef yi. Evaluation yu tar yi dañuy xeex loolu ci position yu bari, rubriques yu leer, ak saytu saa yu nekk ci notu nit ñi ngir firndeel ni attekat bi nekk na ci yoon wi.
Gis-gis xarala
Attekat bi dafay faral di joxe laaj bi, tontu (yi) kàndidaa bi, ak tegtali note yu leer, ba noppi laaj poñ boole ci firnde, lu bari ci JSON buñ defar. Laaj àttekat bi mu xalaat bu baax balaa muy joxe poñ (chaîne de pensée) dafay gëna rafetal wóor gi. Ngir xeex position biais ci test pairwise, evaluateur yi dañuy def comparaison bu nekk ñaari yoon ci komànd biñ weccoo, ba noppi ñuy lim déggoob yi kese. Etalonaasu set wurus buñ etikete nit mooy natt ni àttekat bi di toppee tànneefi nit ñi.
njeextalu pexe
Gaawaay ak yaatuwaay
Liggéeyukaay yi ci làkk yi mën nañu gëna gaaw te duñu yàq deggoo gi.
Dugg ak yegg
Dafay yaatal jëfandikoo gi ci làkk yi ak ci anam yi ñuy jokkoo.
dogal yu gëna leer
Ekip yi mën nañu gëna yàgg ci àtte ci jamono ji otomatisation di liggéey ci baamtu.
Ëlëgu LLM-ni-Attekat
Attekat yi ñu ngi jubal ci panelu model yu bari yuy wote, wàññi benn model idiosyncrasies, ak jubal ci evaluateurs yu yam yuñ tàggat ngir joxe note. Xaarandil boole bu gëna dëgër ci pipeline yiy wéy di jàngat suko defee bépp laaj wala coppite ci model dañu koy jox poñ ci saasi laataa ñu koy génne. Gëstu yi dañuy puus itam ngir gëna yombal àttekat yi ci jeu bi ak ngir xam su àttekat bi wóorul dara, suko defee nit ñi mën nañu loop ci barab bi grade automatik bi gëna néew wóolu.
Doxal ci àdduna dëgg
Dafay dugal poñ ci saasi ci ñaari xeeti chatbot ngir tànn bi ngay yóbbu
Ranking model génne ngir tabax ensemble done yuñ taamu ngir dooleel jàng ci feedback IA
Doxal guddi gu nekk test regression buy màndargaal su amee yeesal model buy wàññi kalite tontu
Résumé yiy joxe note ngir dëggu ak matt ci wàllu rubrique ci eskaal bi
Risk yi ak balustrade yi
Lépp lu jaarul yoon mën na dugg ci rapoor yi, jàppale ci liggéey bi, wala ci njariñu gëstu bi.
Sensibilite bu gaaw mën na jur njariñ yu wuute ci laajte yu noonu mel.
Done yu am solo mën nañu feeñ sudee seytu jëfandikoo gi néew doole.
Roadmap ngir samp gi
Mandargal formaa génne gi, melokaan bi, ak standard kalite yi laata ngay dugal ko.
Tontu yu am solo ak balluwaay yu wóor saa yu dëggu bi di am solo.
Fexeel am barabu xool nit ñi ngir am njariñ yu am solo.
Toppal anami gacce yi ak di faral di tàggataat ay laaj wala def-liggéey.
Weyal di banneexu
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Gis bi ci topp
LLM jàngat
Laaj yi ñuy faral di laaj
What is LLM-as-a-Judge?
LLM-as-a-judge dafay jëfandikoo benn xeetu làkk ngir joxe poñ wala méngale ay génnekaay ci beneen, muy otomatise jàngat kalite bi daan soxla nit ñi. Dafay may ekip yi ñu natt ay laaj ak ay model ci eskaal, waaye dafay indaale ay njuumte yu dëggu yuñ wara saytu.
Luy 'LLM-ni-àttekat'?
LLM-as-a-judge dafay jëfandikoo model bu mëna jàngat tontu yeneen model.
Lan mooy wuutale àtteb poñ ak àtteb ñaar?
Njortu poñ yi dañuy joxe benn tontu ci rubrik bi, waaye méngale ñaari tontu yi ñooy tànn ki gëna baax ci ñaari kàndidaa yi.
Ci yii, yan ci ñoom mooy gëna ñaawe ci àttekati LLM yi?
Attekat yi dañu taamu tontu yu gëna gudd ak yu méngoo ak seeni stil, doonte duñu gëna baax.
naka la jàngat yi di faral di xeex position biais ci méngale ñaari mbir?
Weccoo komànd bi ak lim resultaa yi méngoo rek dafay fomm bëgg-bëggu àttekat bi bëgg benn posisioŋ.
Lan moo waral laaj àttekat bi mu xalaat balaa muy dugal poñ dafay faral di am njariñ?
Soo laajee àttekat bi mu xalaat jéego ak jéego balaa muy joxe poñ, loolu mooy gëna yombal jàngat bi.